Today is the Great American Smoke out And I want you to know you'll always have a special place in my heart Hopefully, in the non-smoking section. Under the sponsorship of the American Cancer Society, the Great American Smokeout traditionally takes place on the third Thursday in November. As many as one-third of the nation's 46 million smokers could be taking the day off from smoking.